Report views offer a user the ability to specify ancillary data views and also view that data in a scorecard viewing experience. A report view definition may be implemented as a metadata-based mapping of logical reports to physical reports for scorecards and KPIs. Reports are categorized based on their presentation size and/or type. Categorized report attributes included in the report view metadata are managed by a configuration UI. The report view metadata further includes schema, ordering capabilities, and mapping UI such as re-use of report views in multiple areas.